- Seeking an experienced Senior AI/ML Engineer specialized in Generative AI and Agentic Systems.
- Role focuses on the end-to-end design, development, optimization, and deployment of autonomous and semi-autonomous AI agents.
- Architect multi-agent orchestration systems, design enterprise-grade Retrieval-Augmented Generation (RAG) pipelines, and implement production-ready MLOps infrastructure utilizing Google Cloud Platform (GCP) and containerized environments.
- Design, develop, and deploy autonomous and semi-autonomous AI agents utilizing leading frameworks such as LangChain, LangGraph, LlamaIndex, CrewAI, or Google's Agent Development Kit/Vertex AI Agent Builder to automate and optimize enterprise business processes.
- Architect complex multi-agent systems, establishing robust orchestration patterns, task decomposition methods, cognitive planning loops, and inter-agent communication protocols like Model Context Protocol, function-calling, and structured tool execution.
- Build, secure, and maintain integrations between AI agents and external enterprise systems,



APIs (REST/GraphQL), databases, and Google Cloud services such as BigQuery, Cloud Functions, Cloud Run, and Vertex AI APIs.
- Implement advanced memory management paradigms including short-term, long-term, episodic, and semantic memory to maintain context, state, and historical execution metadata across user sessions.
- Author, test, and optimize advanced prompt templates and system instructions while establishing and maintaining reusable prompt libraries to ensure deterministic, secure, and repeatable agent behaviors.
- Evaluate, select, and fine-tune foundation models such as Gemini or other open-source/proprietary models via Vertex AI Model Garden to balance model capability, execution latency, and API inference costs.
- Design and optimize high-throughput, low-latency RAG pipelines, ensuring clean document ingestion, smart text chunking (semantic/character-based), and high-quality embedding generation.
-

📌 AI/ML Engineer (Chennai)
🏢 Ford Global
📍 Chennai